EMBEDDINGS REPRESENTING VISUAL AUGMENTATIONS

    公开(公告)号:US20240355063A1

    公开(公告)日:2024-10-24

    申请号:US18304078

    申请日:2023-04-20

    申请人: Snap Inc.

    摘要: An input video item that includes a target visual augmentation is accessed. A machine learning model uses the input video item to generate an embedding. The embedding may comprise a vector representation of a visual effect of the target visual augmentation. The machine learning model is trained, in an unsupervised training phase, to minimize loss between training video representations generated within each of a plurality of training sets. Each training set comprises a plurality of different training video items that each include a predefined visual augmentation. Based on the generation of the embedding of the input video item, the target visual augmentation is mapped to an augmentation identifier.